sonar

Overview
Reproduction

Dataset statistics

Number of variables	20
Number of observations	208
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	32.6 KiB
Average record size in memory	160.6 B

Variable types

NUM	19
BOOL	1

Reproduction

Analysis started	2020-08-25 01:53:02.838381
Analysis finished	2020-08-25 01:53:51.245399
Duration	48.41 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

A1
Real number (ℝ_≥0)

Distinct count	177
Unique (%)	85.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.02916394230769231
Minimum	0.0015
Maximum	0.1371
Zeros	0
Zeros (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.0015
5-th percentile	0.007135
Q1	0.01335
median	0.0228
Q3	0.03555
95-th percentile	0.07275
Maximum	0.1371
Range	0.1356
Interquartile range (IQR)	0.0222

Descriptive statistics

Standard deviation	0.02299091393
Coefficient of variation (CV)	0.7883335419
Kurtosis	5.590145422
Mean	0.02916394231
Median Absolute Deviation (MAD)	0.01025
Skewness	2.131088404
Sum	6.0661
Variance	0.0005285821235

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0201	5	2.4%
0.0094	3	1.4%
0.01	3	1.4%
0.0209	3	1.4%
0.0131	3	1.4%
0.0217	2	1.0%
0.0231	2	1.0%
0.027	2	1.0%
0.0164	2	1.0%
0.0235	2	1.0%
0.0368	2	1.0%
0.0123	2	1.0%
0.026	2	1.0%
0.0126	2	1.0%
0.0195	2	1.0%
0.0162	2	1.0%
0.013	2	1.0%
0.0116	2	1.0%
0.0093	2	1.0%
0.0211	2	1.0%
0.0335	2	1.0%
0.0228	2	1.0%
0.0216	2	1.0%
0.0293	2	1.0%
0.0068	1	0.5%
Other values (152)	152	73.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0015	1	0.5%
0.0025	1	0.5%
0.0036	1	0.5%
0.0039	1	0.5%
0.0047	1	0.5%
0.005	1	0.5%
0.0056	1	0.5%
0.0065	1	0.5%
0.0067	1	0.5%
0.0068	1	0.5%

Value	Count	Frequency (%)
0.1371	1	0.5%
0.1313	1	0.5%
0.115	1	0.5%
0.1088	1	0.5%
0.1083	1	0.5%
0.1021	1	0.5%
0.0968	1	0.5%
0.0856	1	0.5%
0.079	1	0.5%
0.0762	1	0.5%

A6
Real number (ℝ_≥0)

Distinct count	196
Unique (%)	94.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1045701923076923
Minimum	0.0102
Maximum	0.3823
Zeros	0
Zeros (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.0102
5-th percentile	0.02614
Q1	0.067025
median	0.09215
Q3	0.134125
95-th percentile	0.21966
Maximum	0.3823
Range	0.3721
Interquartile range (IQR)	0.0671

Descriptive statistics

Standard deviation	0.05910543822
Coefficient of variation (CV)	0.5652226214
Kurtosis	2.572758691
Mean	0.1045701923
Median Absolute Deviation (MAD)	0.03325
Skewness	1.248165746
Sum	21.7506
Variance	0.003493452827

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.069	2	1.0%
0.0526	2	1.0%
0.1019	2	1.0%
0.0438	2	1.0%
0.1515	2	1.0%
0.0766	2	1.0%
0.0771	2	1.0%
0.0284	2	1.0%
0.1267	2	1.0%
0.0629	2	1.0%
0.0973	2	1.0%
0.0887	2	1.0%
0.0665	1	0.5%
0.0349	1	0.5%
0.1801	1	0.5%
0.0816	1	0.5%
0.175	1	0.5%
0.1103	1	0.5%
0.0671	1	0.5%
0.1731	1	0.5%
0.1452	1	0.5%
0.0924	1	0.5%
0.1817	1	0.5%
0.0513	1	0.5%
0.228	1	0.5%
Other values (171)	171	82.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0102	1	0.5%
0.0116	1	0.5%
0.0136	1	0.5%
0.0151	1	0.5%
0.02	1	0.5%
0.0201	1	0.5%
0.0208	1	0.5%
0.0226	1	0.5%
0.0249	1	0.5%
0.0252	1	0.5%

Value	Count	Frequency (%)
0.3823	1	0.5%
0.307	1	0.5%
0.277	1	0.5%
0.2611	1	0.5%
0.2587	1	0.5%
0.2583	1	0.5%
0.2559	1	0.5%
0.2431	1	0.5%
0.2294	1	0.5%
0.228	1	0.5%

A37
Real number (ℝ_≥0)

Distinct count	206
Unique (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.3638067307692308
Minimum	0.0351
Maximum	0.9497
Zeros	0
Zeros (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.0351
5-th percentile	0.072115
Q1	0.1601
median	0.3063
Q3	0.5189
95-th percentile	0.82808
Maximum	0.9497
Range	0.9146
Interquartile range (IQR)	0.3588

Descriptive statistics

Standard deviation	0.2399123984
Coefficient of variation (CV)	0.6594501368
Kurtosis	-0.5532391773
Mean	0.3638067308
Median Absolute Deviation (MAD)	0.1679
Skewness	0.6769940604
Sum	75.6718
Variance	0.05755795889

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.1073	2	1.0%
0.6253	2	1.0%
0.1666	1	0.5%
0.2959	1	0.5%
0.2043	1	0.5%
0.0702	1	0.5%
0.9497	1	0.5%
0.3858	1	0.5%
0.6116	1	0.5%
0.157	1	0.5%
0.225	1	0.5%
0.8852	1	0.5%
0.2607	1	0.5%
0.7056	1	0.5%
0.1681	1	0.5%
0.842	1	0.5%
0.5324	1	0.5%
0.7775	1	0.5%
0.3947	1	0.5%
0.5983	1	0.5%
0.4516	1	0.5%
0.4234	1	0.5%
0.5501	1	0.5%
0.5715	1	0.5%
0.4801	1	0.5%
Other values (181)	181	87.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0351	1	0.5%
0.0379	1	0.5%
0.0429	1	0.5%
0.0476	1	0.5%
0.0521	1	0.5%
0.0535	1	0.5%
0.058	1	0.5%
0.0589	1	0.5%
0.0693	1	0.5%
0.0702	1	0.5%

Value	Count	Frequency (%)
0.9497	1	0.5%
0.9419	1	0.5%
0.9386	1	0.5%
0.9123	1	0.5%
0.8912	1	0.5%
0.8852	1	0.5%
0.88	1	0.5%
0.8712	1	0.5%
0.8459	1	0.5%
0.842	1	0.5%

A46
Real number (ℝ_≥0)

Distinct count	199
Unique (%)	95.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.16063124999999998
Minimum	0.0
Maximum	0.7292
Zeros	1
Zeros (%)	0.5%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.023505
Q1	0.06855
median	0.12135
Q3	0.200375
95-th percentile	0.44888
Maximum	0.7292
Range	0.7292
Interquartile range (IQR)	0.131825

Descriptive statistics

Standard deviation	0.1339379175
Coefficient of variation (CV)	0.8338222946
Kurtosis	3.065555049
Mean	0.16063125
Median Absolute Deviation (MAD)	0.0633
Skewness	1.70667412
Sum	33.4113
Variance	0.01793936573

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0965	2	1.0%
0.0473	2	1.0%
0.0779	2	1.0%
0.1433	2	1.0%
0.0138	2	1.0%
0.1216	2	1.0%
0.0505	2	1.0%
0.0307	2	1.0%
0.0663	2	1.0%
0.092	1	0.5%
0.1917	1	0.5%
0.0487	1	0.5%
0.1833	1	0.5%
0.0785	1	0.5%
0.0553	1	0.5%
0.0297	1	0.5%
0.2134	1	0.5%
0.0528	1	0.5%
0.1985	1	0.5%
0.1386	1	0.5%
0.0516	1	0.5%
0.0978	1	0.5%
0.2438	1	0.5%
0.0527	1	0.5%
0.2193	1	0.5%
Other values (174)	174	83.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.5%
0.0025	1	0.5%
0.008	1	0.5%
0.0129	1	0.5%
0.0138	2	1.0%
0.0176	1	0.5%
0.0187	1	0.5%
0.0203	1	0.5%
0.021	1	0.5%
0.0213	1	0.5%

Value	Count	Frequency (%)
0.7292	1	0.5%
0.6214	1	0.5%
0.5904	1	0.5%
0.5777	1	0.5%
0.5692	1	0.5%
0.5649	1	0.5%
0.5507	1	0.5%
0.5293	1	0.5%
0.5123	1	0.5%
0.4803	1	0.5%

A14
Real number (ℝ_≥0)

Distinct count	202
Unique (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.29656826923076923
Minimum	0.0273
Maximum	0.997
Zeros	0
Zeros (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.0273
5-th percentile	0.089735
Q1	0.175175
median	0.2811
Q3	0.386175
95-th percentile	0.57577
Maximum	0.997
Range	0.9697
Interquartile range (IQR)	0.211

Descriptive statistics

Standard deviation	0.1644744097
Coefficient of variation (CV)	0.5545920679
Kurtosis	1.576800032
Mean	0.2965682692
Median Absolute Deviation (MAD)	0.10625
Skewness	1.022369169
Sum	61.6862
Variance	0.02705183145

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.3087	2	1.0%
0.3099	2	1.0%
0.2614	2	1.0%
0.3115	2	1.0%
0.2904	2	1.0%
0.2803	2	1.0%
0.1542	1	0.5%
0.3308	1	0.5%
0.2579	1	0.5%
0.2547	1	0.5%
0.997	1	0.5%
0.4343	1	0.5%
0.1891	1	0.5%
0.3758	1	0.5%
0.1871	1	0.5%
0.1023	1	0.5%
0.4127	1	0.5%
0.2164	1	0.5%
0.1194	1	0.5%
0.2829	1	0.5%
0.2019	1	0.5%
0.7797	1	0.5%
0.3495	1	0.5%
0.3854	1	0.5%
0.357	1	0.5%
Other values (177)	177	85.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0273	1	0.5%
0.0336	1	0.5%
0.042	1	0.5%
0.0593	1	0.5%
0.0645	1	0.5%
0.0708	1	0.5%
0.0712	1	0.5%
0.0814	1	0.5%
0.0848	1	0.5%
0.0853	1	0.5%

Value	Count	Frequency (%)
0.997	1	0.5%
0.8198	1	0.5%
0.7842	1	0.5%
0.7797	1	0.5%
0.7067	1	0.5%
0.7003	1	0.5%
0.6916	1	0.5%
0.6855	1	0.5%
0.595	1	0.5%
0.5821	1	0.5%

A55
Real number (ℝ_≥0)

Distinct count	129
Unique (%)	62.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.009290384615384615
Minimum	0.0006
Maximum	0.0447
Zeros	0
Zeros (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.0006
5-th percentile	0.0016
Q1	0.00415
median	0.0075
Q3	0.0121
95-th percentile	0.021095
Maximum	0.0447
Range	0.0441
Interquartile range (IQR)	0.00795

Descriptive statistics

Standard deviation	0.00708762982
Coefficient of variation (CV)	0.7628995046
Kurtosis	4.531085201
Mean	0.009290384615
Median Absolute Deviation (MAD)	0.0037
Skewness	1.789945859
Sum	1.9324
Variance	5.023449647e-05

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0036	5	2.4%
0.0075	5	2.4%
0.0043	4	1.9%
0.0039	4	1.9%
0.0062	4	1.9%
0.0038	4	1.9%
0.0079	4	1.9%
0.0072	3	1.4%
0.0164	3	1.4%
0.0013	3	1.4%
0.0012	3	1.4%
0.0114	3	1.4%
0.0058	3	1.4%
0.0037	3	1.4%
0.003	3	1.4%
0.0065	3	1.4%
0.0045	3	1.4%
0.0068	3	1.4%
0.0121	3	1.4%
0.012	2	1.0%
0.0127	2	1.0%
0.0027	2	1.0%
0.0083	2	1.0%
0.0086	2	1.0%
0.0112	2	1.0%
Other values (104)	130	62.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0006	1	0.5%
0.0011	1	0.5%
0.0012	3	1.4%
0.0013	3	1.4%
0.0014	1	0.5%
0.0015	1	0.5%
0.0016	2	1.0%
0.0018	1	0.5%
0.0019	1	0.5%
0.0021	1	0.5%

Value	Count	Frequency (%)
0.0447	1	0.5%
0.0376	1	0.5%
0.0372	1	0.5%
0.029	1	0.5%
0.0281	1	0.5%
0.0277	1	0.5%
0.0276	1	0.5%
0.027	1	0.5%
0.0252	1	0.5%
0.0233	1	0.5%

A34
Real number (ℝ_≥0)

Distinct count	206
Unique (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4032331730769231
Minimum	0.0212
Maximum	0.9647
Zeros	0
Zeros (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.0212
5-th percentile	0.096835
Q1	0.217575
median	0.35105
Q3	0.596125
95-th percentile	0.870625
Maximum	0.9647
Range	0.9435
Interquartile range (IQR)	0.37855

Descriptive statistics

Standard deviation	0.2312415616
Coefficient of variation (CV)	0.5734685959
Kurtosis	-0.5582059091
Mean	0.4032331731
Median Absolute Deviation (MAD)	0.16275
Skewness	0.5632955278
Sum	83.8725
Variance	0.05347265981

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.2196	2	1.0%
0.1969	2	1.0%
0.1653	1	0.5%
0.495	1	0.5%
0.1529	1	0.5%
0.2227	1	0.5%
0.1403	1	0.5%
0.2484	1	0.5%
0.2847	1	0.5%
0.0955	1	0.5%
0.6234	1	0.5%
0.6973	1	0.5%
0.6152	1	0.5%
0.4268	1	0.5%
0.3776	1	0.5%
0.1124	1	0.5%
0.8703	1	0.5%
0.3325	1	0.5%
0.1956	1	0.5%
0.6627	1	0.5%
0.3947	1	0.5%
0.2641	1	0.5%
0.1588	1	0.5%
0.2908	1	0.5%
0.412	1	0.5%
Other values (181)	181	87.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0212	1	0.5%
0.0306	1	0.5%
0.0401	1	0.5%
0.0431	1	0.5%
0.0588	1	0.5%
0.0688	1	0.5%
0.0765	1	0.5%
0.0798	1	0.5%
0.0927	1	0.5%
0.0955	1	0.5%

Value	Count	Frequency (%)
0.9647	1	0.5%
0.9536	1	0.5%
0.9435	1	0.5%
0.9039	1	0.5%
0.8897	1	0.5%
0.8889	1	0.5%
0.8773	1	0.5%
0.8747	1	0.5%
0.8741	1	0.5%
0.8726	1	0.5%

A49
Real number (ℝ_≥0)

Distinct count	193
Unique (%)	92.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.05192884615384615
Minimum	0.0
Maximum	0.1981
Zeros	1
Zeros (%)	0.5%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.01067
Q1	0.02635
median	0.0447
Q3	0.068525
95-th percentile	0.1245
Maximum	0.1981
Range	0.1981
Interquartile range (IQR)	0.042175

Descriptive statistics

Standard deviation	0.03595396996
Coefficient of variation (CV)	0.6923698989
Kurtosis	1.782252468
Mean	0.05192884615
Median Absolute Deviation (MAD)	0.0204
Skewness	1.273384691
Sum	10.8012
Variance	0.001292687956

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0108	3	1.4%
0.0325	3	1.4%
0.0102	2	1.0%
0.0665	2	1.0%
0.0436	2	1.0%
0.0317	2	1.0%
0.0777	2	1.0%
0.0336	2	1.0%
0.0546	2	1.0%
0.0355	2	1.0%
0.049	2	1.0%
0.1085	2	1.0%
0.1069	2	1.0%
0.0344	1	0.5%
0.0589	1	0.5%
0.0858	1	0.5%
0.0455	1	0.5%
0.037	1	0.5%
0.0423	1	0.5%
0.038	1	0.5%
0.1427	1	0.5%
0.0221	1	0.5%
0.0922	1	0.5%
0.0383	1	0.5%
0.0769	1	0.5%
Other values (168)	168	80.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.5%
0.0021	1	0.5%
0.0073	1	0.5%
0.0085	1	0.5%
0.0092	1	0.5%
0.0093	1	0.5%
0.0098	1	0.5%
0.0101	1	0.5%
0.0102	2	1.0%
0.0106	1	0.5%

Value	Count	Frequency (%)
0.1981	1	0.5%
0.1794	1	0.5%
0.1608	1	0.5%
0.1584	1	0.5%
0.1474	1	0.5%
0.1427	1	0.5%
0.1366	1	0.5%
0.1326	1	0.5%
0.1299	1	0.5%
0.1271	1	0.5%

A13
Real number (ℝ_≥0)

Distinct count	198
Unique (%)	95.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.27330528846153845
Minimum	0.0184
Maximum	0.7131
Zeros	0
Zeros (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.0184
5-th percentile	0.07583
Q1	0.166125
median	0.26395
Q3	0.35125
95-th percentile	0.54941
Maximum	0.7131
Range	0.6947
Interquartile range (IQR)	0.185125

Descriptive statistics

Standard deviation	0.1409620973
Coefficient of variation (CV)	0.5157679095
Kurtosis	0.4001258219
Mean	0.2733052885
Median Absolute Deviation (MAD)	0.096
Skewness	0.736584295
Sum	56.8475
Variance	0.01987031287

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.2657	3	1.4%
0.1192	2	1.0%
0.3141	2	1.0%
0.2863	2	1.0%
0.2624	2	1.0%
0.2301	2	1.0%
0.0997	2	1.0%
0.2249	2	1.0%
0.3011	2	1.0%
0.3	1	0.5%
0.2402	1	0.5%
0.2796	1	0.5%
0.225	1	0.5%
0.5544	1	0.5%
0.1254	1	0.5%
0.1266	1	0.5%
0.5677	1	0.5%
0.1542	1	0.5%
0.2381	1	0.5%
0.1975	1	0.5%
0.5506	1	0.5%
0.3249	1	0.5%
0.1464	1	0.5%
0.3004	1	0.5%
0.165	1	0.5%
Other values (173)	173	83.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0184	1	0.5%
0.0252	1	0.5%
0.0309	1	0.5%
0.0493	1	0.5%
0.0513	1	0.5%
0.0616	1	0.5%
0.0618	1	0.5%
0.0628	1	0.5%
0.0644	1	0.5%
0.0656	1	0.5%

Value	Count	Frequency (%)
0.7131	1	0.5%
0.7022	1	0.5%
0.6919	1	0.5%
0.6343	1	0.5%
0.6173	1	0.5%
0.5959	1	0.5%
0.5677	1	0.5%
0.5582	1	0.5%
0.5554	1	0.5%
0.5544	1	0.5%

A58
Real number (ℝ_≥0)

Distinct count	124
Unique (%)	59.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.007949038461538462
Minimum	0.0003
Maximum	0.044000000000000004
Zeros	0
Zeros (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.0003
5-th percentile	0.001535
Q1	0.0036
median	0.0058
Q3	0.01035
95-th percentile	0.019795
Maximum	0.044
Range	0.0437
Interquartile range (IQR)	0.00675

Descriptive statistics

Standard deviation	0.006469840775
Coefficient of variation (CV)	0.8139148912
Kurtosis	6.762729221
Mean	0.007949038462
Median Absolute Deviation (MAD)	0.00325
Skewness	2.098329681
Sum	1.6534
Variance	4.185883965e-05

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0036	6	2.9%
0.0024	5	2.4%
0.0044	4	1.9%
0.0049	4	1.9%
0.0022	4	1.9%
0.0094	4	1.9%
0.005	4	1.9%
0.0035	4	1.9%
0.0019	4	1.9%
0.0057	3	1.4%
0.0068	3	1.4%
0.0045	3	1.4%
0.0101	3	1.4%
0.0056	3	1.4%
0.0042	3	1.4%
0.0054	3	1.4%
0.0122	3	1.4%
0.0027	2	1.0%
0.0052	2	1.0%
0.0062	2	1.0%
0.0102	2	1.0%
0.0084	2	1.0%
0.0093	2	1.0%
0.0105	2	1.0%
0.0081	2	1.0%
Other values (99)	129	62.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0003	1	0.5%
0.0006	1	0.5%
0.0008	1	0.5%
0.0009	2	1.0%
0.001	1	0.5%
0.0011	1	0.5%
0.0013	2	1.0%
0.0015	2	1.0%
0.0016	1	0.5%
0.0017	2	1.0%

Value	Count	Frequency (%)
0.044	1	0.5%
0.0377	1	0.5%
0.0321	1	0.5%
0.0288	1	0.5%
0.0244	1	0.5%
0.0225	1	0.5%
0.0224	1	0.5%
0.0214	1	0.5%
0.0205	1	0.5%
0.0201	1	0.5%

A47
Real number (ℝ_≥0)

Distinct count	202
Unique (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1224528846153846
Minimum	0.0
Maximum	0.5522
Zeros	1
Zeros (%)	0.5%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.032375
Q1	0.06425
median	0.10165
Q3	0.154425
95-th percentile	0.311355
Maximum	0.5522
Range	0.5522
Interquartile range (IQR)	0.090175

Descriptive statistics

Standard deviation	0.08695272685
Coefficient of variation (CV)	0.7100912904
Kurtosis	4.216863463
Mean	0.1224528846
Median Absolute Deviation (MAD)	0.04165
Skewness	1.790154794
Sum	25.4702
Variance	0.007560776707

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.053	2	1.0%
0.079	2	1.0%
0.1344	2	1.0%
0.0805	2	1.0%
0.0797	2	1.0%
0.0426	2	1.0%
0.0882	1	0.5%
0.1991	1	0.5%
0.0849	1	0.5%
0.0624	1	0.5%
0.1125	1	0.5%
0.1587	1	0.5%
0.2655	1	0.5%
0.1348	1	0.5%
0.2241	1	0.5%
0.1985	1	0.5%
0.2526	1	0.5%
0.0562	1	0.5%
0.1689	1	0.5%
0.0931	1	0.5%
0.0439	1	0.5%
0.3287	1	0.5%
0.0183	1	0.5%
0.2193	1	0.5%
0.2739	1	0.5%
Other values (177)	177	85.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.5%
0.0073	1	0.5%
0.0179	1	0.5%
0.0183	1	0.5%
0.0205	1	0.5%
0.0237	1	0.5%
0.0241	1	0.5%
0.0247	1	0.5%
0.0264	1	0.5%
0.0319	1	0.5%

Value	Count	Frequency (%)
0.5522	1	0.5%
0.4331	1	0.5%
0.4315	1	0.5%
0.4069	1	0.5%
0.3877	1	0.5%
0.3511	1	0.5%
0.3385	1	0.5%
0.3287	1	0.5%
0.3241	1	0.5%
0.3195	1	0.5%

A51
Real number (ℝ_≥0)

Distinct count	160
Unique (%)	76.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.01606875
Minimum	0.0
Maximum	0.1004
Zeros	1
Zeros (%)	0.5%
Memory size	1.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.002635
Q1	0.008425
median	0.0139
Q3	0.020825
95-th percentile	0.03556
Maximum	0.1004
Range	0.1004
Interquartile range (IQR)	0.0124

Descriptive statistics

Standard deviation	0.01200849677
Coefficient of variation (CV)	0.7473199076
Kurtosis	14.320998
Mean	0.01606875
Median Absolute Deviation (MAD)	0.0063
Skewness	2.716059607
Sum	3.3423
Variance	0.0001442039946

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0154	4	1.9%
0.0125	4	1.9%
0.0118	3	1.4%
0.014	3	1.4%
0.0104	3	1.4%
0.0137	3	1.4%
0.0146	2	1.0%
0.0076	2	1.0%
0.0135	2	1.0%
0.0253	2	1.0%
0.0151	2	1.0%
0.0051	2	1.0%
0.0216	2	1.0%
0.0045	2	1.0%
0.0188	2	1.0%
0.0033	2	1.0%
0.0089	2	1.0%
0.0091	2	1.0%
0.0128	2	1.0%
0.0086	2	1.0%
0.0133	2	1.0%
0.0079	2	1.0%
0.0122	2	1.0%
0.0185	2	1.0%
0.0223	2	1.0%
Other values (135)	150	72.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.5%
0.0009	1	0.5%
0.0015	1	0.5%
0.0018	1	0.5%
0.0019	1	0.5%
0.0022	1	0.5%
0.0023	1	0.5%
0.0024	2	1.0%
0.0025	1	0.5%
0.0026	1	0.5%

Value	Count	Frequency (%)
0.1004	1	0.5%
0.0798	1	0.5%
0.048	1	0.5%
0.0456	1	0.5%
0.0426	1	0.5%
0.0396	1	0.5%
0.038	1	0.5%
0.0367	1	0.5%
0.0361	1	0.5%
0.036	1	0.5%

A32
Real number (ℝ_≥0)

Distinct count	205
Unique (%)	98.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4390403846153846
Minimum	0.0404
Maximum	0.9306
Zeros	0
Zeros (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.0404
5-th percentile	0.11759
Q1	0.2814
median	0.4296
Q3	0.5803
95-th percentile	0.81614
Maximum	0.9306
Range	0.8902
Interquartile range (IQR)	0.2989

Descriptive statistics

Standard deviation	0.2132369078
Coefficient of variation (CV)	0.4856885955
Kurtosis	-0.6642651393
Mean	0.4390403846
Median Absolute Deviation (MAD)	0.149
Skewness	0.3134197889
Sum	91.3204
Variance	0.04546997884

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.4639	2	1.0%
0.5069	2	1.0%
0.2897	2	1.0%
0.4778	1	0.5%
0.0624	1	0.5%
0.2628	1	0.5%
0.102	1	0.5%
0.3129	1	0.5%
0.7009	1	0.5%
0.3741	1	0.5%
0.3296	1	0.5%
0.9306	1	0.5%
0.689	1	0.5%
0.3666	1	0.5%
0.725	1	0.5%
0.2959	1	0.5%
0.7241	1	0.5%
0.76	1	0.5%
0.0404	1	0.5%
0.3397	1	0.5%
0.7117	1	0.5%
0.0978	1	0.5%
0.5049	1	0.5%
0.3939	1	0.5%
0.9108	1	0.5%
Other values (180)	180	86.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0404	1	0.5%
0.0587	1	0.5%
0.0624	1	0.5%
0.0773	1	0.5%
0.0877	1	0.5%
0.0978	1	0.5%
0.0994	1	0.5%
0.102	1	0.5%
0.1032	1	0.5%
0.1162	1	0.5%

Value	Count	Frequency (%)
0.9306	1	0.5%
0.9168	1	0.5%
0.9108	1	0.5%
0.894	1	0.5%
0.8903	1	0.5%
0.8835	1	0.5%
0.8549	1	0.5%
0.8522	1	0.5%
0.8478	1	0.5%
0.842	1	0.5%

A4
Real number (ℝ_≥0)

Distinct count	181
Unique (%)	87.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.05389230769230769
Minimum	0.0058
Maximum	0.4264
Zeros	0
Zeros (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.0058
5-th percentile	0.00827
Q1	0.024375
median	0.04405
Q3	0.0645
95-th percentile	0.13597
Maximum	0.4264
Range	0.4206
Interquartile range (IQR)	0.040125

Descriptive statistics

Standard deviation	0.04652796404
Coefficient of variation (CV)	0.8633507459
Kurtosis	20.73612072
Mean	0.05389230769
Median Absolute Deviation (MAD)	0.0197
Skewness	3.401697437
Sum	11.2096
Variance	0.002164851438

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0608	3	1.4%
0.0108	3	1.4%
0.0445	2	1.0%
0.0076	2	1.0%
0.0569	2	1.0%
0.0489	2	1.0%
0.0141	2	1.0%
0.0627	2	1.0%
0.0386	2	1.0%
0.0818	2	1.0%
0.1021	2	1.0%
0.0394	2	1.0%
0.0062	2	1.0%
0.025	2	1.0%
0.0225	2	1.0%
0.0239	2	1.0%
0.0061	2	1.0%
0.0375	2	1.0%
0.0257	2	1.0%
0.0272	2	1.0%
0.0232	2	1.0%
0.0494	2	1.0%
0.0456	2	1.0%
0.045	2	1.0%
0.0387	2	1.0%
Other values (156)	156	75.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0058	1	0.5%
0.0061	2	1.0%
0.0062	2	1.0%
0.0064	1	0.5%
0.007	1	0.5%
0.0076	2	1.0%
0.0078	1	0.5%
0.0082	1	0.5%
0.0084	1	0.5%
0.0097	1	0.5%

Value	Count	Frequency (%)
0.4264	1	0.5%
0.2604	1	0.5%
0.1732	1	0.5%
0.166	1	0.5%
0.1644	1	0.5%
0.1498	1	0.5%
0.1497	1	0.5%
0.1496	1	0.5%
0.1484	1	0.5%
0.1421	1	0.5%

A53
Real number (ℝ_≥0)

Distinct count	134
Unique (%)	64.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.010709134615384615
Minimum	0.0005
Maximum	0.039
Zeros	0
Zeros (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.0005
5-th percentile	0.0023
Q1	0.005075
median	0.00955
Q3	0.0149
95-th percentile	0.024025
Maximum	0.039
Range	0.0385
Interquartile range (IQR)	0.009825

Descriptive statistics

Standard deviation	0.007060337829
Coefficient of variation (CV)	0.6592818265
Kurtosis	1.248923362
Mean	0.01070913462
Median Absolute Deviation (MAD)	0.00475
Skewness	1.060572283
Sum	2.2275
Variance	4.984837026e-05

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0129	5	2.4%
0.0103	4	1.9%
0.0071	4	1.9%
0.012	4	1.9%
0.0127	3	1.4%
0.0048	3	1.4%
0.0062	3	1.4%
0.0045	3	1.4%
0.0175	3	1.4%
0.0036	3	1.4%
0.0032	3	1.4%
0.0023	3	1.4%
0.0057	2	1.0%
0.0197	2	1.0%
0.0104	2	1.0%
0.0149	2	1.0%
0.0191	2	1.0%
0.0152	2	1.0%
0.0028	2	1.0%
0.0029	2	1.0%
0.0055	2	1.0%
0.019	2	1.0%
0.0038	2	1.0%
0.0143	2	1.0%
0.0035	2	1.0%
Other values (109)	141	67.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0005	1	0.5%
0.001	1	0.5%
0.0014	2	1.0%
0.0015	1	0.5%
0.0016	1	0.5%
0.0019	2	1.0%
0.0022	1	0.5%
0.0023	3	1.4%
0.0024	1	0.5%
0.0025	2	1.0%

Value	Count	Frequency (%)
0.039	1	0.5%
0.0361	1	0.5%
0.0317	1	0.5%
0.0277	1	0.5%
0.0274	1	0.5%
0.0265	1	0.5%
0.0262	2	1.0%
0.0255	1	0.5%
0.0248	1	0.5%
0.0242	1	0.5%

A18
Real number (ℝ_≥0)

Distinct count	204
Unique (%)	98.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.45231826923076923
Minimum	0.0375
Maximum	1.0
Zeros	0
Zeros (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.0375
5-th percentile	0.133245
Q1	0.242075
median	0.3683
Q3	0.67905
95-th percentile	0.91808
Maximum	1
Range	0.9625
Interquartile range (IQR)	0.436975

Descriptive statistics

Standard deviation	0.2615293323
Coefficient of variation (CV)	0.578197588
Kurtosis	-1.045140961
Mean	0.4523182692
Median Absolute Deviation (MAD)	0.18115
Skewness	0.5258451141
Sum	94.0822
Variance	0.06839759165

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	3	1.4%
0.2429	2	1.0%
0.1884	2	1.0%
0.3875	1	0.5%
0.1929	1	0.5%
0.3817	1	0.5%
0.1748	1	0.5%
0.3134	1	0.5%
0.8006	1	0.5%
0.1859	1	0.5%
0.4646	1	0.5%
0.9458	1	0.5%
0.1285	1	0.5%
0.0375	1	0.5%
0.9185	1	0.5%
0.3175	1	0.5%
0.3345	1	0.5%
0.2127	1	0.5%
0.2248	1	0.5%
0.1765	1	0.5%
0.1374	1	0.5%
0.3586	1	0.5%
0.9025	1	0.5%
0.2679	1	0.5%
0.6728	1	0.5%
Other values (179)	179	86.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0375	1	0.5%
0.0689	1	0.5%
0.0837	1	0.5%
0.0849	1	0.5%
0.0939	1	0.5%
0.1105	1	0.5%
0.1199	1	0.5%
0.1205	1	0.5%
0.1285	1	0.5%
0.1299	1	0.5%

Value	Count	Frequency (%)
1	3	1.4%
0.9826	1	0.5%
0.9458	1	0.5%
0.9335	1	0.5%
0.9293	1	0.5%
0.9278	1	0.5%
0.926	1	0.5%
0.9208	1	0.5%
0.9185	1	0.5%
0.9173	1	0.5%

A9
Real number (ℝ_≥0)

Distinct count	205
Unique (%)	98.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1780028846153846
Minimum	0.0075
Maximum	0.6828
Zeros	0
Zeros (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.0075
5-th percentile	0.04681
Q1	0.097025
median	0.15225
Q3	0.233425
95-th percentile	0.374775
Maximum	0.6828
Range	0.6753
Interquartile range (IQR)	0.1364

Descriptive statistics

Standard deviation	0.1183871916
Coefficient of variation (CV)	0.665085804
Kurtosis	3.592943012
Mean	0.1780028846
Median Absolute Deviation (MAD)	0.0594
Skewness	1.633869913
Sum	37.0246
Variance	0.01401552714

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0598	2	1.0%
0.074	2	1.0%
0.2105	2	1.0%
0.1945	1	0.5%
0.075	1	0.5%
0.3074	1	0.5%
0.1929	1	0.5%
0.1596	1	0.5%
0.2546	1	0.5%
0.0487	1	0.5%
0.2361	1	0.5%
0.0323	1	0.5%
0.1229	1	0.5%
0.0624	1	0.5%
0.3175	1	0.5%
0.103	1	0.5%
0.1777	1	0.5%
0.2291	1	0.5%
0.0472	1	0.5%
0.0931	1	0.5%
0.135	1	0.5%
0.0489	1	0.5%
0.1054	1	0.5%
0.0075	1	0.5%
0.2984	1	0.5%
Other values (180)	180	86.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0075	1	0.5%
0.0117	1	0.5%
0.0155	1	0.5%
0.0258	1	0.5%
0.0298	1	0.5%
0.0323	1	0.5%
0.0368	1	0.5%
0.0381	1	0.5%
0.0425	1	0.5%
0.0453	1	0.5%

Value	Count	Frequency (%)
0.6828	1	0.5%
0.6587	1	0.5%
0.5744	1	0.5%
0.5664	1	0.5%
0.5598	1	0.5%
0.5526	1	0.5%
0.5276	1	0.5%
0.4983	1	0.5%
0.4346	1	0.5%
0.3887	1	0.5%

A7
Real number (ℝ_≥0)

Distinct count	195
Unique (%)	93.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.12174663461538461
Minimum	0.0033
Maximum	0.3729
Zeros	0
Zeros (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.0033
5-th percentile	0.03775
Q1	0.0809
median	0.10695
Q3	0.154
95-th percentile	0.228965
Maximum	0.3729
Range	0.3696
Interquartile range (IQR)	0.0731

Descriptive statistics

Standard deviation	0.06178789016
Coefficient of variation (CV)	0.5075120996
Kurtosis	1.46141029
Mean	0.1217466346
Median Absolute Deviation (MAD)	0.0359
Skewness	0.9708203075
Sum	25.3233
Variance	0.00381774337

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0771	3	1.4%
0.097	2	1.0%
0.1349	2	1.0%
0.1948	2	1.0%
0.1674	2	1.0%
0.1487	2	1.0%
0.0993	2	1.0%
0.1056	2	1.0%
0.1004	2	1.0%
0.1154	2	1.0%
0.1201	2	1.0%
0.1015	2	1.0%
0.0655	1	0.5%
0.1139	1	0.5%
0.0659	1	0.5%
0.0897	1	0.5%
0.0569	1	0.5%
0.1299	1	0.5%
0.0884	1	0.5%
0.0742	1	0.5%
0.0662	1	0.5%
0.1024	1	0.5%
0.0576	1	0.5%
0.1392	1	0.5%
0.0889	1	0.5%
Other values (170)	170	81.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0033	1	0.5%
0.013	1	0.5%
0.0145	1	0.5%
0.0182	1	0.5%
0.0223	1	0.5%
0.0279	1	0.5%
0.0314	1	0.5%
0.0341	1	0.5%
0.0361	1	0.5%
0.0362	1	0.5%

Value	Count	Frequency (%)
0.3729	1	0.5%
0.3322	1	0.5%
0.3016	1	0.5%
0.3008	1	0.5%
0.2947	1	0.5%
0.2555	1	0.5%
0.2495	1	0.5%
0.2431	1	0.5%
0.2417	1	0.5%
0.2363	1	0.5%

A41
Real number (ℝ_≥0)

Distinct count	204
Unique (%)	98.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2892519230769231
Minimum	0.036000000000000004
Maximum	0.8995
Zeros	0
Zeros (%)	0.0%
Memory size	1.8 KiB

Quantile statistics

Minimum	0.036
5-th percentile	0.06291
Q1	0.1631
median	0.2595
Q3	0.387525
95-th percentile	0.607465
Maximum	0.8995
Range	0.8635
Interquartile range (IQR)	0.224425

Descriptive statistics

Standard deviation	0.1711110999
Coefficient of variation (CV)	0.5915642601
Kurtosis	0.451796109
Mean	0.2892519231
Median Absolute Deviation (MAD)	0.1072
Skewness	0.8635260725
Sum	60.1644
Variance	0.0292790085

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.1674	2	1.0%
0.2241	2	1.0%
0.1679	2	1.0%
0.3051	2	1.0%
0.3321	1	0.5%
0.051	1	0.5%
0.5841	1	0.5%
0.3741	1	0.5%
0.2509	1	0.5%
0.4546	1	0.5%
0.2778	1	0.5%
0.0646	1	0.5%
0.4069	1	0.5%
0.525	1	0.5%
0.2575	1	0.5%
0.5102	1	0.5%
0.4647	1	0.5%
0.1195	1	0.5%
0.3454	1	0.5%
0.3724	1	0.5%
0.3318	1	0.5%
0.2438	1	0.5%
0.4554	1	0.5%
0.2258	1	0.5%
0.2984	1	0.5%
Other values (179)	179	86.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.036	1	0.5%
0.0386	1	0.5%
0.0438	1	0.5%
0.0488	1	0.5%
0.0492	1	0.5%
0.051	1	0.5%
0.0541	1	0.5%
0.0572	1	0.5%
0.0576	1	0.5%
0.0601	1	0.5%

Value	Count	Frequency (%)
0.8995	1	0.5%
0.7751	1	0.5%
0.7664	1	0.5%
0.7322	1	0.5%
0.7196	1	0.5%
0.6935	1	0.5%
0.6803	1	0.5%
0.6508	1	0.5%
0.6202	1	0.5%
0.6121	1	0.5%

target
Boolean

Distinct count	2
Unique (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	1.8 KiB

0	111
1	97

Frequency Table

Value	Count	Frequency (%)
0	111	53.4%
1	97	46.6%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	A1	A6	A37	A46	A14	A55	A34	A49	A13	A58	A47	A51	A32	A4	A53	A18	A9	A7	A41
0	0.0335	0.1091	0.0702	0.2012	0.1965	0.0062	0.1140	0.0501	0.3116	0.0022	0.1688	0.0130	0.2464	0.0570	0.0039	0.3969	0.1865	0.1709	0.0873
1	0.0134	0.0744	0.8800	0.2525	0.1472	0.0016	0.6036	0.0286	0.2523	0.0024	0.1084	0.0046	0.2951	0.0363	0.0048	0.3282	0.0368	0.0800	0.2642
2	0.0116	0.0545	0.0693	0.1651	0.2307	0.0034	0.2413	0.0321	0.2657	0.0044	0.1181	0.0202	0.3242	0.0225	0.0103	0.3715	0.1708	0.1110	0.0438
3	0.0261	0.1513	0.1302	0.0307	0.3495	0.0022	0.2066	0.0399	0.3510	0.0021	0.0373	0.0135	0.2860	0.0749	0.0175	0.6876	0.1864	0.1316	0.2144
4	0.0269	0.2103	0.1869	0.0920	0.3334	0.0081	0.2911	0.1085	0.5175	0.0027	0.1227	0.0346	0.2775	0.0707	0.0199	0.3424	0.3595	0.2263	0.1181
5	0.0635	0.1260	0.4649	0.1423	0.4343	0.0072	0.2863	0.0311	0.5506	0.0085	0.0390	0.0154	0.3690	0.0333	0.0025	0.3875	0.3362	0.1015	0.1220
6	0.1088	0.1731	0.8420	0.4305	0.2904	0.0124	0.6253	0.0274	0.1023	0.0205	0.0945	0.0140	0.5443	0.1234	0.0213	0.0849	0.6828	0.1948	0.3724
7	0.1083	0.1125	0.9386	0.3097	0.2689	0.0276	0.8703	0.0334	0.2402	0.0122	0.1578	0.0172	0.4303	0.0837	0.0110	0.0837	0.5526	0.3322	0.2087
8	0.0443	0.2611	0.2562	0.1483	0.7842	0.0185	0.1124	0.0513	0.6173	0.0115	0.0434	0.0248	0.1362	0.1008	0.0205	0.8911	0.1801	0.2061	0.1103
9	0.0217	0.0526	0.1451	0.1790	0.1689	0.0026	0.4255	0.0769	0.1645	0.0022	0.1689	0.0205	0.5749	0.0346	0.0067	0.3709	0.1451	0.0773	0.4467

Last rows

	A1	A6	A37	A46	A14	A55	A34	A49	A13	A58	A47	A51	A32	A4	A53	A18	A9	A7	A41	target
198	0.0235	0.1121	0.8084	0.2404	0.1806	0.0058	0.5986	0.0933	0.2510	0.0052	0.1128	0.0214	0.7912	0.0516	0.0152	0.3887	0.3074	0.1258	0.4433	0
199	0.0123	0.0102	0.3994	0.0861	0.2557	0.0074	0.2641	0.0134	0.2026	0.0092	0.0872	0.0188	0.2576	0.0313	0.0265	0.2849	0.1122	0.0182	0.1782	1
200	0.0109	0.0863	0.2149	0.0025	0.3404	0.0053	0.2112	0.0182	0.1546	0.0056	0.0327	0.0124	0.2959	0.0378	0.0023	0.7827	0.0941	0.1004	0.0488	1
201	0.0365	0.1306	0.7076	0.1704	0.5397	0.0164	0.0401	0.1022	0.2679	0.0094	0.1587	0.0223	0.0773	0.1421	0.0071	0.6888	0.2992	0.2112	0.3966	1
202	0.0036	0.1197	0.0795	0.0965	0.1542	0.0036	0.2227	0.0336	0.1599	0.0049	0.0381	0.0079	0.2054	0.0387	0.0055	0.1748	0.1239	0.1243	0.2619	1
203	0.0084	0.0752	0.1388	0.0956	0.0814	0.0117	0.1693	0.0106	0.1683	0.0031	0.0426	0.0056	0.3865	0.0432	0.0114	0.7776	0.0692	0.0414	0.1174	1
204	0.0123	0.0492	0.1279	0.0580	0.1943	0.0038	0.5255	0.0272	0.1192	0.0058	0.0319	0.0149	0.5181	0.0206	0.0134	0.1630	0.0791	0.0033	0.1306	1
205	0.0119	0.1883	0.5025	0.1343	0.2113	0.0123	0.5621	0.0304	0.2665	0.0073	0.0838	0.0069	0.5141	0.0600	0.0103	0.4142	0.0487	0.1422	0.3422	1
206	0.0225	0.0906	0.4786	0.0297	0.1641	0.0044	0.5967	0.0119	0.0618	0.0035	0.0241	0.0051	0.6071	0.0097	0.0129	0.2679	0.1624	0.0889	0.1836	1
207	0.0100	0.0368	0.5408	0.3654	0.2261	0.0085	0.3497	0.0681	0.0184	0.0044	0.2655	0.0241	0.7340	0.0205	0.0036	0.2281	0.0598	0.1098	0.6121	1

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows